Literature DB >> 24293793

Multivariate meta-analysis: a method to summarize non-linear associations.

A Gasparrini1, B Armstrong.   

Abstract

Multivariate meta-analysis represents a promising statistical tool in several research areas. Here, we provide a brief overview of the application of this methodology to combining complex multi-parameterized relationships, such as non-linear or delayed associations, in multi-site studies. The discussion focuses on the advantages over simpler univariate methods, estimation and computational issues and directions for further research.
Copyright © 2011 John Wiley & Sons, Ltd.

Entities:  

Keywords:  exposure-response; multivariate meta-analysis; non-linear

Mesh:

Year:  2011        PMID: 24293793      PMCID: PMC3841810          DOI: 10.1002/sim.4226

Source DB:  PubMed          Journal:  Stat Med        ISSN: 0277-6715            Impact factor:   2.373


  4 in total

1.  Using meta-smoothing to estimate dose-response trends across multiple studies, with application to air pollution and daily death.

Authors:  J Schwartz; A Zanobetti
Journal:  Epidemiology       Date:  2000-11       Impact factor: 4.822

2.  Heat effects on mortality in 15 European cities.

Authors:  Michela Baccini; Annibale Biggeri; Gabriele Accetta; Tom Kosatsky; Klea Katsouyanni; Antonis Analitis; H Ross Anderson; Luigi Bisanti; Daniela D'Ippoliti; Jana Danova; Bertil Forsberg; Sylvia Medina; Anna Paldy; Daniel Rabczenko; Christian Schindler; Paola Michelozzi
Journal:  Epidemiology       Date:  2008-09       Impact factor: 4.822

3.  Effects of cold weather on mortality: results from 15 European cities within the PHEWE project.

Authors:  A Analitis; K Katsouyanni; A Biggeri; M Baccini; B Forsberg; L Bisanti; U Kirchmayer; F Ballester; E Cadum; P G Goodman; A Hojs; J Sunyer; P Tiittanen; P Michelozzi
Journal:  Am J Epidemiol       Date:  2008-10-24       Impact factor: 4.897

4.  Distributed lag non-linear models.

Authors:  A Gasparrini; B Armstrong; M G Kenward
Journal:  Stat Med       Date:  2010-09-20       Impact factor: 2.373

  4 in total
  10 in total

1.  Multivariate meta-analysis with an increasing number of parameters.

Authors:  Simina M Boca; Ruth M Pfeiffer; Joshua N Sampson
Journal:  Biom J       Date:  2017-02-14       Impact factor: 2.207

2.  A CD-based mapping method for combining multiple related parameters from heterogeneous intervention trials.

Authors:  Yang Jiao; Eun-Young Mun; Thomas A Trikalinos; Minge Xie
Journal:  Stat Interface       Date:  2020       Impact factor: 0.582

3.  The Role of Stage at Diagnosis in Colorectal Cancer Black-White Survival Disparities: A Counterfactual Causal Inference Approach.

Authors:  Linda Valeri; Jarvis T Chen; Xabier Garcia-Albeniz; Nancy Krieger; Tyler J VanderWeele; Brent A Coull
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2015-10-26       Impact factor: 4.254

4.  Multivariate meta-analysis for non-linear and other multi-parameter associations.

Authors:  A Gasparrini; B Armstrong; M G Kenward
Journal:  Stat Med       Date:  2012-07-16       Impact factor: 2.373

5.  Meta-analysis of the effects of ambient temperature and relative humidity on the risk of mumps.

Authors:  Taiwu Wang; Junjun Wang; Jixian Rao; Yifang Han; Zhenghan Luo; Lingru Jia; Leru Chen; Chunhui Wang; Yao Zhang; Jinhai Zhang
Journal:  Sci Rep       Date:  2022-04-19       Impact factor: 4.996

6.  Prognostic Value and Clinicopathology Significance of MicroRNA-200c Expression in Cancer: A Meta-Analysis.

Authors:  Jianchun Wu; Zhihong Fang; Jing Xu; Weikang Zhu; Yan Li; Yongchun Yu
Journal:  PLoS One       Date:  2015-06-02       Impact factor: 3.240

7.  Multivariate meta-analysis using individual participant data.

Authors:  R D Riley; M J Price; D Jackson; M Wardle; F Gueyffier; J Wang; J A Staessen; I R White
Journal:  Res Synth Methods       Date:  2014-11-21       Impact factor: 5.273

8.  Prognostic and clinicopathologic significance of SIRT1 expression in hepatocellular carcinoma.

Authors:  Hongyuan Jiang; Xiao Zhang; Yuquan Tao; Liang Shan; Qijun Jiang; Yongchun Yu; Feng Cai; Lifang Ma
Journal:  Oncotarget       Date:  2016-12-22

9.  Monte Carlo simulation-based estimation for the minimum mortality temperature in temperature-mortality association study.

Authors:  Whanhee Lee; Ho Kim; Sunghee Hwang; Antonella Zanobetti; Joel D Schwartz; Yeonseung Chung
Journal:  BMC Med Res Methodol       Date:  2017-09-07       Impact factor: 4.615

10.  The anticipating value of PLK1 for diagnosis, progress and prognosis and its prospective mechanism in gastric cancer: a comprehensive investigation based on high-throughput data and immunohistochemical validation.

Authors:  Peng Lin; Dan-Dan Xiong; Yi-Wu Dang; Hong Yang; Yun He; Dong-Yue Wen; Xin-Gan Qin; Gang Chen
Journal:  Oncotarget       Date:  2017-09-30
  10 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.